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Advances in Intelligent Systems and Computing
Volume 515
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Polande-mail: [email protected]
About this Series
The series “Advances in Intelligent Systems and Computing” contains publications on theory,applications, and design methods of Intelligent Systems and Intelligent Computing. Virtuallyall disciplines such as engineering, natural sciences, computer and information science, ICT,economics, business, e-commerce, environment, healthcare, life science are covered. The listof topics spans all the areas of modern intelligent systems and computing.
The publications within “Advances in Intelligent Systems and Computing” are primarilytextbooks and proceedings of important conferences, symposia and congresses. They coversignificant recent developments in the field, both of a foundational and applicable character.An important characteristic feature of the series is the short publication time and world-widedistribution. This permits a rapid and broad dissemination of research results.
Advisory Board
Chairman
Nikhil R. Pal, Indian Statistical Institute, Kolkata, Indiae-mail: [email protected]
Members
Rafael Bello Perez, Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cubae-mail: [email protected]
Emilio S. Corchado, University of Salamanca, Salamanca, Spaine-mail: [email protected]
Hani Hagras, University of Essex, Colchester, UKe-mail: [email protected]
László T. Kóczy, Széchenyi István University, Győr, Hungarye-mail: [email protected]
Vladik Kreinovich, University of Texas at El Paso, El Paso, USAe-mail: [email protected]
Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwane-mail: [email protected]
Jie Lu, University of Technology, Sydney, Australiae-mail: [email protected]
Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexicoe-mail: [email protected]
Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazile-mail: [email protected]
Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Polande-mail: [email protected]
Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Konge-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
Suresh Chandra Satapathy ⋅ Vikrant BhatejaSiba K. Udgata ⋅ Prasant Kumar PattnaikEditors
Proceedings of the 5thInternational Conferenceon Frontiers in IntelligentComputing: Theoryand ApplicationsFICTA 2016, Volume 1
123
EditorsSuresh Chandra SatapathyDepartment of Computer Scienceand Engineering
ANITSVisakhapatnam, Andhra PradeshIndia
Vikrant BhatejaDepartment of ECEShri Ramswaroop Memorial Groupof Professional Colleges
Lucknow, Uttar PradeshIndia
Siba K. UdgataSCIS, University of HyderabadHyderabadIndia
Prasant Kumar PattnaikSchool of Computer EngineeringKIIT UniversityBhubaneswar, OdishaIndia
ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in Intelligent Systems and ComputingISBN 978-981-10-3152-6 ISBN 978-981-10-3153-3 (eBook)DOI 10.1007/978-981-10-3153-3
Library of Congress Control Number: 2016957505
© Springer Nature Singapore Pte Ltd. 2017This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or partof the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmissionor information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in thispublication does not imply, even in the absence of a specific statement, that such names are exempt fromthe relevant protective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, express or implied, with respect to the material contained herein orfor any errors or omissions that may have been made.
Printed on acid-free paper
This Springer imprint is published by Springer NatureThe registered company is Springer Nature Singapore Pte Ltd.The registered company address is: 152 Beach Road, #21-01/04GatewayEast, Singapore 189721, Singapore
Preface
The volume is a collection of high-quality peer-reviewed research papers presentedat the 5th International Conference on Frontiers in Intelligent Computing: Theoryand Applications (FICTA 2016) held at School of Computer Engineering, KIITUniversity, Bhubaneswar, Odisha, India during 16–17 September 2016.
The idea of this conference series was conceived by few eminent professors andresearchers from premier institutions of India. The first three editions of this con-ference: FICTA 2012, 2013 and 2014 were organized by Bhubaneswar EngineeringCollege (BEC), Bhubaneswar, Odisha, India. Owing to its popularity and widervisibility in the entire country as well as abroad; the fourth edition of FICTA 2015has been organized by the prestigious NIT, Durgapur, West Bengal, India. Allpapers of past FICTA editions are published by Springer AISC Series. Presently,FICTA 2016 is the fifth edition of this conference series which brings researchers,scientists, engineers, and practitioners on to a single platform to exchange and sharetheir theories, methodologies, new ideas, experiences and applications in all areasof intelligent computing theories and applications to various engineering disciplinessuch as computer science, electronics, electrical, mechanical, biomedical engi-neering, etc.
FICTA 2016 had received a good number of submissions from the differentareas relating to intelligent computing and its applications and after a rigorouspeer-review process with the help of our program committee members and externalreviewers (from the country as well as abroad) good quality papers were selectedfor publications. The review process has been very crucial with minimum tworeviews each; and in many a cases three to five reviews along with due checks onsimilarity and overlaps as well. The number of papers received under FICTA 2016touched 500 mark including the main track as well as special sessions. The con-ference featured eight special sessions in various cutting-edge technologies ofspecialized focus which were organized and chaired by eminent professors. Thetotal number of papers received includes submissions from eight overseas countries.Out of this pool of received papers, only 150 papers were accepted yielding anacceptance ratio of 0.4. These papers have been arranged in two separate volumes:Volume 1: 79 chapters and Volume 2: 71 chapters.
v
The conference featured many distinguished keynote addresses by eminentspeakers like Dr. João Manuel R S Tavares, Faculdade de Engenharia da Univer-sidade do Porto Porto, Portugal on Computational Image Analysis: Methods andApplications; Dr. Swagatam Das, ISI Kolkata on Swarm Intelligence; Dr. RajibMall, Information Technology IIT, Kharagpur; Dr. V. Ravi, Centre of Excellence inAnalytics Institute for Development and Research in Banking Technology(IDRBT), (Established by RBI, India) Hyderabad; Dr. Gautam Sanyal, Professor,Department of CSE, NIT Durgapur on Image Processing and Intelligent Comput-ing; and a plenary session on ‘How to write for and get published in scientificjournals?’ by Mr. Aninda Bose, Senior Publishing Editor, Springer India.
We thank the General Chairs: Prof. Samaresh Mishra and Prof. Jnyana RanjanMohanty at KIIT University Bhubaneswar, India, for providing valuable guidanceand inspiration to overcome various difficulties in the process of organizing thisconference. We extend our heartfelt thanks to the Honorary Chairs of this con-ference: Dr. B.K. Panigrahi, IIT Delhi and Dr. Swagatam Das, ISI Kolkota forbeing with us from the very beginning to the end of this conference, without theirsupport this conference could never have been successful. Our heartfelt thanks aredue to Prof. P.N. Suganthan, NTU Singapore for his valuable suggestions onenhancing editorial review process.
We would also like to thank School of Computer Engineering, KIIT University,Bhubaneswar, for coming forward to support us to organize the fifth edition of thisconference series. We are amazed to note the enthusiasm of all faculty, staff andstudents of KIIT to organize the conference in a professional manner. Involvementsof faculty coordinators and student volunteers are praiseworthy in every respect. Weare confident that in future too we would like to organize many more internationallevel conferences in this beautiful campus. We would also like to thank oursponsors for providing all the support and financial assistance.
We take this opportunity to thank authors of all submitted papers for their hardwork, adherence to the deadlines and patience with the review process. The qualityof a refereed volume depends mainly on the expertise and dedication of thereviewers. We are indebted to the program committee members and externalreviewers who not only produced excellent reviews but also did these in short timeframes.
We would also like to thank the participants of this conference, who haveconsidered the conference above all hardships. Finally, we would like to thank allthe volunteers who spent tireless efforts in meeting the deadlines and arrangingevery detail to make sure that the conference can run smoothly. Additionally, CSIStudents Branch of ANITS and its team members have contributed a lot to thisconference and deserve an appreciation for their contribution.
vi Preface
All efforts are worth and would please us all, if the readers of these proceedingsand participants of this conference found the papers and conference inspiring andenjoyable. Our sincere thanks go to all in press, print and electronic media for theirexcellent coverage of this conference.
We take this opportunity to thank all keynote speakers, track and special sessionchairs for their excellent support to make FICTA 2016 a grand success.
Visakhapatnam, India Suresh Chandra SatapathyLucknow, India Vikrant BhatejaHyderabad, India Siba K. UdgataBhubaneswar, India Prasant Kumar Pattnaik
Preface vii
Organisation Committee
Chief PatronAchyuta Samanta, KISS & KIIT, Bhubaneswar, India
PatronP.P. Mathur, KIIT University, Bhubaneswar, India
Advisory CommitteeSasmita Samanta, KIIT University, Bhubaneswar, IndiaGanga Bishnu Mund, KIIT University, Bhubaneswar, IndiaMadhabananda Das, KIIT University, Bhubaneswar, IndiaPrasant Kumar Pattnaik, KIIT University, Bhubaneswar, IndiaSudhanshu Sekhar Singh, KIIT University, Bhubaneswar, India
General ChairSamaresh Mishra, KIIT University, Bhubaneswar, India
General Co-chairJnyana Ranjan Mohanty, KIIT University, Bhubaneswar, India
Honorary ChairsDr. Swagatam Das, ISI Kolkota, IndiaDr. B.K. Panigrahi, IIT Delhi, India
ConvenerChittaranjan Pradhan, KIIT University, Bhubaneswar, India
Organizing ChairsSachi Nandan Mohanty, KIIT University, Bhubaneswar, IndiaSidharth Swarup Routaray, KIIT University, Bhubaneswar, India
ix
Publication ChairsSuresh Chandra Satapathy, ANITS, Visakhapatnam, IndiaVikrant Bhateja, SRMGPC, Lucknow (U.P.), India
Steering CommitteeSuresh Chandra Satapathy, ANITS, Visakhapatnam, IndiaSiba K. Udgata, UoH, Hyderabad, IndiaManas Sanyal, University of Kalayani, IndiaNilanjan Dey, TICT, Kolkota, IndiaB.N. Biswal, BEC, Bhubaneswar, IndiaVikrant Bhateja, SRMGPC, Lucknow (U.P.), India
Editorial BoardSuresh Chandra Satapathy, ANITS, Visakhapatnam, IndiaVikrant Bhateja, SRMGPC, Lucknow (U.P.), IndiaSiba K. Udgata, UoH, Hyderabad, IndiaPrasant Kumar Pattnaik, KIIT University, Bhubaneswar, India
Transport and Hospitality ChairsHarish K. Pattnaik, KIIT University, Bhubaneswar, IndiaManas K. Lenka, KIIT University, Bhubaneswar, IndiaRamakant Parida, KIIT University, Bhubaneswar, India
Session Management ChairsManoj Kumar Mishra, KIIT University, Bhubaneswar, IndiaSuresh Ch. Moharana, KIIT University, Bhubaneswar, IndiaSujoya Datta, KIIT University, Bhubaneswar, India
Registration ChairsHimansu Das, KIIT University, Bhubaneswar, IndiaManjusha Pandey, KIIT University, Bhubaneswar, IndiaSharmistha Roy, KIIT University, Bhubaneswar, IndiaSital Dash, KIIT University, Bhubaneswar, India
Publicity ChairsJ.K. Mandal, University of Kalyani, Kolkota, IndiaK. Srujan Raju, CMR Technical Campus, Hyderabad, India
Track ChairsMachine Learning Applications: Steven L. Fernandez, SCEM, Mangalore, India.Image Processing and Pattern Recognition: V.N. Manjunath Aradhya, SJCE,Mysore, India.Big Data, Web Mining & IoT: Sireesha Rodda, Gitam University, Visakhapatnam,India.
x Organisation Committee
Signals, Communication and Microelectronics: A.K. Pandey, MIET, Meerut (U.P.),India.MANETs and Wireless Sensor Networks: Pritee Parwekar, ANITS, Visakhapat-nam, India.Network Security and Cryptography: R.T. Goswami, BITS Mesra, Kolkota Cam-pus, IndiaData Engineering: M. Ramakrishna Murty, ANITS, Visakhapatnam, India.Data Mining: B. Janakiramaiah, DVR & Dr. HS MICCT, Kanchikacherla, India.
Special Session ChairsSS01: Wireless Sensor Networks: Architecture, Applications, Data Management &Security: Pritee Parwekar, ANITS, Visakhapatnam, India and Sireesha Rodda,Gitam University, Visakhapatnam, IndiaSS02: Advances in Document Image Analysis:- V.N. Manjunath Aradhya, SJCE,Mysore, IndiaSS03: Computational Swarm Intelligence:- Sujata Dash, North Orissa University,Baripada, India and Atta Ur Rehman, (BIIT) PMAS Arid Agricultural University,Rawalpindi, Punjab, PakistanSS04: Wide-Area-Wireless Communication Systems-Microwave, 3G, 4G andWiMAX:- K. Meena (Jeyanthi), PSNACET, Dindigul, Tamil Nadu, IndiaSS05: Innovation in Engineering and Technology through Computational Intelli-gence Techniques:- Jitendra Agrawal, RGPV, M.P., India and Shikha Agrawal,RGPV, M.P., IndiaSS06: Optical Character Recognition and Natural Language Processing:- Nik-isha B. Jariwala, Smt. Tanuben & Dr. Manubhai Trivedi CIS, Surat, Gujarat, Indiaand Hardik A. Vyas, BMaIIT, Uka Tarsadia University, Bardoli, Gujarat, IndiaSS07: Recent Advancements in Information Security:- Musheer Ahmad JamiaMillia Islamia, New Delhi, IndiaSS08: Software Engineering in Multidisciplinary Domains:- Suma V, DayanandaSagar College of Engineering, Bangalore, India
Technical Program Committee/International Reviewer Board
A. Govardhan, IndiaAarti Singh, IndiaAlmoataz Youssef Abdelaziz, EgyptAmira A. Ashour, EgyptAmulya Ratna Swain, IndiaAnkur Singh Bist, IndiaAthanasios V. Vasilakos, AthensBanani Saha, IndiaBhabani Shankar Prasad Mishra, IndiaB. Tirumala Rao, IndiaCarlos A. Coello, MexicoCharan S.G., India
Organisation Committee xi
Chirag Arora, IndiaChilukuri K. Mohan, USAChung Le, VietnamDac-Nhuong Le, VietnamDelin Luo, ChinaHai Bin Duan, ChinaHai V. Pham, VietnamHeitor Silvério Lopes, BrazilIgor Belykh, RussiaJ.V.R. Murthy, IndiaK. Parsopoulos, GreeceKamble Vaibhav Venkatrao, IndiaKailash C. Patidar, South AfricaKoushik Majumder, IndiaLalitha Bhaskari, IndiaJeng-Shyang Pan, TaiwanJuan Luis Fernández Martínez, CaliforniaLe Hoang Son, VietnamLeandro Dos Santos Coelho, BrazilL. Perkin, USALingfeng Wang, ChinaM.A. Abido, Saudi ArabiaMaurice Clerc, FranceMeftah Boudjelal, AlgeriaMonideepa Roy, IndiaMukul Misra, IndiaNaeem Hanoon, MalysiaNikhil Bhargava, IndiaOscar Castillo, MexcicoP.S. Avadhani, IndiaRafael Stubs Parpinelli, BrazilRavi Subban, IndiaRoderich Gross, EnglandSaeid Nahavandi, AustraliaSankhadeep Chatterjee, IndiaSanjay Sengupta, IndiaSantosh Kumar Swain, IndiaSaman Halgamuge, IndiaSayan Chakraborty, IndiaShabana Urooj, IndiaS.G. Ponnambalam, MalaysiaSrinivas Kota, NebraskaSrinivas Sethi, IndiaSumanth Yenduri, USASuberna Kumar, India
xii Organisation Committee
T.R. Dash, CambodiaVipin Tyagi, IndiaVimal Mishra, IndiaWalid Barhoumi, TunisiaX.Z. Gao, FinlandYing Tan, ChinaZong Woo Geem, USAM. Ramakrishna Murthy, IndiaTushar Mishra, IndiaAnd many more …
Organisation Committee xiii
Contents
Human Action Recognition Using Trajectory-BasedSpatiotemporal Descriptors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1Chandni Dhamsania and Tushar Ratanpara
Mathematical Modeling of Specific Fuel ConsumptionUsing Response Surface Methodology for CI Engine Fueledwith Tyre Pyrolysis Oil and Diesel Blend . . . . . . . . . . . . . . . . . . . . . . . . . 11Saumil C. Patel and Pragnesh K. Brahmbhatt
Ensemble Learning for Identifying Muscular DystrophyDiseases Using Codon Bias Pattern . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21K. Sathyavikasini and M.S. Vijaya
Basic Arithmetic Coding Based Approach to Compressa Character String . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31Ipsita Mondal and Subhra J. Sarkar
Comparative Analysis of Different Feature Ranking Techniquesin Data Mining-Based Android Malware Detection . . . . . . . . . . . . . . . . . 39Abhishek Bhattacharya and Radha Tamal Goswami
Feature Optimality-Based Semi-supervised Face RecognitionApproach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51Taqdir and Renu dhir
Fuzzy-Based Algorithm for Resource Allocation . . . . . . . . . . . . . . . . . . . 69Gurpreet Singh Saini, Sanjay Kumar Dubey and Sunil Kumar Bharti
Agreement-Based Interference-Aware Dynamic ChannelAllocation in Cognitive Radio Network (CRN) . . . . . . . . . . . . . . . . . . . . . 79Diksha and Poonam Saini
Energy Efficient Resource Allocation for HeterogeneousWorkload in Cloud Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89Surbhi Malik, Poonam Saini and Sudesh Rani
xv
Accent Recognition System Using Deep Belief Networksfor Telugu Speech Signals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99Kasiprasad Mannepalli, Panyam Narahari Sastry and Maloji Suman
Text Document Classification with PCA and One-Class SVM. . . . . . . . . 107B. Shravan Kumar and Vadlamani Ravi
Data Mining Approach to Predict and Analyzethe Cardiovascular Disease. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117Anurag Bhatt, Sanjay Kumar Dubey, Ashutosh Kumar Bhattand Manish Joshi
A Hybrid Genetic Algorithm for Cell Formation ProblemsUsing Operational Time . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127Barnali Chaudhuri, R.K. Jana and P.K. Dan
Efficient and Parallel Framework for Analyzing the Sentiment. . . . . . . . 135Ankur Sharma and Gopal Krishna Nayak
Content-Aware Video Retargeting by Seam Carving . . . . . . . . . . . . . . . . 147Shrinivas D. Desai, Mahalaxmi Bhille and Namrata D. Hiremath
Intelligence System Security Based on 3-D Image . . . . . . . . . . . . . . . . . . 159K. Anish, N. Arpita, H. Nikhil, K. Sumant, S. Bhagya and S.D. Desai
PDA-CS: Profile Distance Assessment-Centric Cuckoo Searchfor Anomaly-Based Intrusion Detection in High-Speed Networks . . . . . . 169Kanaka Raju Gariga, A. Rama Mohan Reddy and N. Sambasiva Rao
Evaluation of Barriers of Health Care Waste Managementin India—A Gray Relational Analysis Approach . . . . . . . . . . . . . . . . . . . 181Suchismita Swain, Kamalakanta Muduli, Jitendra Narayan Biswal,Sushanta Tripathy and Tushar Kanti Panda
Privacy-Preserving Association Rule Mining Using BinaryTLBO for Data Sharing in Retail Business Collaboration . . . . . . . . . . . . 189G. Kalyani, M.V.P. Chandra Sekhara Rao and B. Janakiramaiah
Performance Analysis of Compressed Sensing in CognitiveRadio Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199N. Swetha, Panyam Narahari Sastry, Y. Rajasree Raoand G. Murali Divya Teja
Robust Multiple Composite Watermarking Using LSB Technique . . . . . 209S. Rashmi, Priyanka and Sushila Maheshkar
FOREX Rate Prediction: A Hybrid Approach Using ChaosTheory and Multivariate Adaptive Regression Splines. . . . . . . . . . . . . . . 219Dadabada Pradeepkumar and Vadlamani Ravi
xvi Contents
Gray Scale Image Compression Using PSO with GuidedFilter and DWT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 229Namrata Vij and Jagjit Singh
Graph Partitioning Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241Prabhu Dessai Tanvi, Rodrigues Okstynn and Fernandes Sonia
Smart and Accountable Water Distribution for Rural Development. . . . 251Ishaani Priyadarshini and Jay Sarraf
Adaptive Huffman Coding-Based Approach to Reducethe Size of Power System Monitoring Parameters . . . . . . . . . . . . . . . . . . 259Subhra J. Sarkar, Nabendu Kumar Sarkar and Ipsita Mondal
Color Image Visual Cryptography Scheme with Enhanced Security . . . 267Prachi Khokhar and Debasish Jena
A Comparative Analysis of PWM Methods of Z-SourceInverters Used for Photovoltaic System . . . . . . . . . . . . . . . . . . . . . . . . . . . 281Babita Panda, Bhagabat Panda and P.K. Hota
Fault Mitigation in Five-Level Inverter-Fed InductionMotor Drive Using Redundant Cell . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 291B. Madhu Kiran and B.V. Sanker Ram
A Web-of-Things-Based System to Remotely Configure AutomatedSystems Using a Conditional Programming Approach. . . . . . . . . . . . . . . 303Debajyoti Mukhopadhyay, Sourabh Saha, Rajdeep Raoand Anish Paranjpe
On the Security of Chaos-Based Watermarking Schemefor Secure Communication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 313Musheer Ahmad and Hamed D. AlSharari
Neighborhood Topology to Discover Influential Nodesin a Complex Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 323Chandni Saxena, M.N. Doja and Tanvir Ahmad
Venn Diagram-Based Feature Ranking Technique for KeyTerm Extraction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 333Neelotpal Chakraborty, Sambit Mukherjee, Ashes Ranjan Naskar,Samir Malakar, Ram Sarkar and Mita Nasipuri
Bangla Handwritten City Name Recognition UsingGradient-Based Feature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 343Shilpi Barua, Samir Malakar, Showmik Bhowmik, Ram Sarkarand Mita Nasipuri
Shortest Path Algorithms for Social Network Strengths . . . . . . . . . . . . . 353Amreen Ahmad, Tanvir Ahmad and Harsh Vijay
Contents xvii
Improvised Symbol Table Structure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 363Narander Kumar and Shivani Dubey
Digital Watermarking Using Enhanced LSB Technique . . . . . . . . . . . . . 373Narander Kumar and Jaishree
Fuzzy-Based Adaptive IMC-PI Controller for Real-TimeApplication on a Level Control Loop . . . . . . . . . . . . . . . . . . . . . . . . . . . . 387Ujjwal Manikya Nath, Chanchal Dey and Rajani K. Mudi
Face Recognition Using PCA and Minimum Distance Classifier . . . . . . . 397Shalmoly Mondal and Soumen Bag
A Soft Computing Approach for Modeling of NonlinearDynamical Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 407Rajesh Kumar, Smriti Srivastava and J.R.P. Gupta
Optimization of Workload Scheduling in Computational Grid . . . . . . . . 417Sukalyan Goswami and Ajanta Das
Cloud Security and Jurisdiction: Need of the Hour . . . . . . . . . . . . . . . . . 425Tamanna Jena and J.R. Mohanty
A Modified Genetic Algorithm Based FCM ClusteringAlgorithm for Magnetic Resonance Image Segmentation . . . . . . . . . . . . . 435Sunanda Das and Sourav De
Skill Set Development Model and Deficiency DiagnosisMeasurement Using Fuzzy Logic . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 445Smita Banerjee and Rajeev Chatterjee
A Study on Various Training Programmes and Their EffectsOffered by the IT Firms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 455Pattnaik Manjula and Pattanaik Balachandra
Analysis of Trustworthiness and Link Budget Power UnderFree Space Propagation Path Loss in Secured Cognitive RadioAd hoc Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 465Ashima Rout, Anurupa Kar and Srinivas Sethi
A Secure and Lightweight Protocol for Mobile DRMBased on DRM Community Cloud (DCC) . . . . . . . . . . . . . . . . . . . . . . . . 475Hisham M. Alsaghier, Shaik Shakeel Ahamad, Siba K. Udgataand L.S.S. Reddy
Cloud Based Malware Detection Technique . . . . . . . . . . . . . . . . . . . . . . . 485Sagar Shaw, Manish Kumar Gupta and Sanjay Chakraborty
Abnormal Network Traffic Detection Using SupportVector Data Description . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497Jyostna Devi Bodapati and N. Veeranjaneyulu
xviii Contents
Real-Time Automotive Engine Fault Detection and AnalysisUsing BigData Platforms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 507Yedu C. Nair, Sachin Kumar and K.P. Soman
Load Flow Analysis of Distribution System UsingArtificial Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 515M. Suresh, T.S. Sirish, T.V. Subhashini and T. Daniel Prasanth
An Enhanced Bug Mining for Identifying Frequent Bug PatternUsing Word Tokenizer and FP-Growth . . . . . . . . . . . . . . . . . . . . . . . . . . 525K. Divyavarma, M. Remya and G. Deepa
Implementing Anti-Malware as Security-as-a-Service from Cloud . . . . . 533Deepak H. Sharma, C.A. Dhote and Manish M. Potey
Recognize Online Handwritten Bangla Characters UsingHausdorff Distance-Based Feature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 541Shibaprasad Sen, Ram Sarkar, Kaushik Roy and Naoto Hori
A Framework for Dynamic Malware Analysis Basedon Behavior Artifacts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 551T.G. Gregory Paul and T. Gireesh Kumar
Evaluation of Machine Learning Approaches for Change-PronenessPrediction Using Code Smells . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 561Kamaldeep Kaur and Shilpi Jain
Snort Rule Detection for Countering in Network Attacks . . . . . . . . . . . . 573Venkateswarlu Somu, D.B.K. Kamesh, J.K.R. Sastry and S.N.M. Sitara
Trust and Energy-Efficient Routing for Internet of Things—EnergyEvaluation Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 585Carynthia Kharkongor, T. Chithralekha and Reena Varghese
READ—A Bangla Phoneme Recognition System . . . . . . . . . . . . . . . . . . . 599Himadri Mukherjee, Chayan Halder, Santanu Phadikar and Kaushik Roy
Information Fusion in Animal Biometric Identification . . . . . . . . . . . . . . 609Gopal Chaudhary, Smriti Srivastava, Saurabh Bhardwajand Shefali Srivastava
Small World Network Formation and Characterizationof Sports Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 619Paramita Dey, Maitreyee Ganguly, Priya Sengupta and Sarbani Roy
UWB BPF with Notch Band for Satellite CommunicationUsing Pseudo-Interdigital Structure. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 629Yatindra Gaurav and R.K. Chauhan
Finding Clusters of Data: Cluster Analysis in R. . . . . . . . . . . . . . . . . . . . 635Tulika Narang
Contents xix
A Quality-Concordance Metric Based Contour Detection by UtilizingComposite-Cue Information and Particle Swarm Optimisation . . . . . . . . 641Sandipan Choudhuri, Nibaran Das and Mita Nasipuri
Analysis of Pancreas Histological Images for Glucose IntoleranceIdentification Using Wavelet Decomposition . . . . . . . . . . . . . . . . . . . . . . . 653Tathagata Bandyopadhyay, Sreetama Mitra, Shyamali Mitra,Luis Miguel Rato and Nibaran Das
A Systematic Review on Materialized View Selection. . . . . . . . . . . . . . . . 663Anjana Gosain and Kavita Sachdeva
SQLI Attacks: Current State and Mitigation in SDLC . . . . . . . . . . . . . . 673Daljit Kaur and Parminder Kaur
Theoretical Validation of Object-Oriented Metricsfor Data Warehouse Multidimensional Model . . . . . . . . . . . . . . . . . . . . . 681Anjana Gosain and Rakhi Gupta
Paving the Future of Vehicle Maintenance, Breakdown Assistanceand Weather Prediction Using IoT in Automobiles . . . . . . . . . . . . . . . . . 693B.J. Sowmya, Chetan, D. Pradeep Kumar and K.G. Srinivasa
Cognitive Architectural Model for Solving Clustering Problem . . . . . . . 703Meenakhi Sahu and Hima Bindu Maringanti
Action Classification Based on Mutual Difference Score . . . . . . . . . . . . . 711Shamama Anwar and G. Rajamohan
Preprocessing and Feature Selection Approach for EfficientSentiment Analysis on Product Reviews . . . . . . . . . . . . . . . . . . . . . . . . . . 721Monalisa Ghosh and Gautam Sanyal
BDN: Biodegradable Node, Novel Approach for Routingin Delay Tolerant Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 731Afreen Fatimah and Rahul Johari
Minimization of Energy Consumption Using X-Layer NetworkTransformation Model for IEEE 802.15.4-Based MWSNs . . . . . . . . . . . . 741Md. Khaja Mohiddin and V.B.S. Srilatha Indra Dutt
An Automated Approach to Prevent Suicide in Metro Stations . . . . . . . 753Anindya Mukherjee and Bavrabi Ghosh
B-Secure: A Dynamic Reputation System for IdentifyingAnomalous BGP Paths . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 767A.U. Prem Sankar, Prabaharan Poornachandran, Aravind Ashok,R.K. Manu and P. Hrudya
Active Steganalysis on SVD-Based Embedding Algorithm . . . . . . . . . . . . 777P.P. Amritha, Rithu P. Ravi and M. Sethumadhavan
xx Contents
Handwritten Mixed-Script Recognition System:A Comprehensive Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 787Pawan Kumar Singh, Supratim Das, Ram Sarkar and Mita Nasipuri
A Rule-Based Approach to Identify Stop Wordsfor Gujarati Language . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 797Rajnish M. Rakholia and Jatinderkumar R. Saini
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 807
Contents xxi
About the Editors
Dr. Suresh Chandra Satapathy is currently working as Professor and Head,Department of Computer Science and Engineering, Anil Neerukonda Institute ofTechnology and Sciences (ANITS), Visakhapatnam, Andhra Pradesh, India. Heobtained his Ph.D. in Computer Science Engineering from JNTUH, Hyderabad andMaster degree in Computer Science and Engineering from National Institute ofTechnology (NIT), Rourkela, Odisha. He has more than 27 years of teaching andresearch experience. His research interest includes machine learning, data mining,swarm intelligence studies and their applications to engineering. He has more than98 publications to his credit in various reputed international journals and conferenceproceedings. He has edited many volumes from Springer AISC, LNEE, SIST andLNCS in past and he is also the editorial board member in few internationaljournals. He is a senior member of IEEE and life member of Computer Society ofIndia. Currently, he is the National Chairman of Division-V (Education andResearch) of Computer Society of India.
Prof. Vikrant Bhateja is Associate Professor, Department of Electronics andCommunication Engineering, Shri Ramswaroop Memorial Group of ProfessionalColleges (SRMGPC), Lucknow and also the Head (Academics and Quality Control)in the same college. His areas of research include digital image and video processing,computer vision, medical imaging, machine learning, pattern analysis and recog-nition. He has published 100 high-quality publications in various internationaljournals and conference proceedings. Professr Vikrant has been on TPC and chairedvarious sessions from the above domain in international conferences of IEEE andSpringer. He has been the track chair and served in the core-technical/editorial teamsfor international conferences: FICTA 2014, CSI 2014, INDIA 2015, ICICT 2015and ICTIS 2015 under Springer-ASIC Series and INDIACom 2015, ICACCI 2015under IEEE. He is associate editor of International Journal of Synthetic Emotions(IJSE) and International Journal of Ambient Computing and Intelligence (IJACI)under IGI Global. He also serves the editorial board of International Journal of Image
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Mining (IJIM) and International Journal of Convergence Computing (IJConvC)under Inderscience Publishers. He has been editor of three published volumes withSpringer and another two are in press.
Dr. Siba K. Udgata is Professor of School of Computer and Information Sciences,University of Hyderabad, India. He is presently heading Centre for Modelling,Simulation and Design (CMSD), a high-performance computing facility atUniversity of Hyderabad. He received his Masters followed by Ph.D. in ComputerScience (mobile computing and wireless communication). His main researchinterests include wireless communication, mobile computing, wireless sensor net-works and intelligent algorithms. He was a United Nations Fellow and worked inthe United Nations University/International Institute for Software Technology(UNU/IIST), Macau, as research fellow in the year 2001. Dr. Udgata is working asa principal investigator in many Government of India funded research projectsmainly for development of wireless sensor network applications and application ofswarm intelligence techniques. He has published extensively in refereed interna-tional journals and conferences in India as well as abroad. He has edited manyvolumes in Springer LNCS/LNAI and Springer AISC Proceedings.
Dr. Prasant Kumar Pattnaik Ph.D. (Computer Science), Fellow IETE, SeniorMember IEEE, is Professor at the School of Computer Engineering, KIITUniversity, Bhubaneswar. He has more than a decade of teaching and researchexperience. Dr. Pattnaik has published a number of research papers inpeer-reviewed International journals and conferences. His areas of specializationinclude mobile computing, cloud computing, brain computer interface and privacypreservation.
xxiv About the Editors
